Paltrow is a surname. Notable people with the surname include:

Bruce Weigert Paltrow (1943–2002) American film director and producer Gwyneth Paltrow (born 1972) American actress Jake Paltrow (born 1975) American film director Rebekah Neumann (nee Paltrow; born 1978), American businesswoman